Social Media Use and Depression:The Mediating Effects of Social Comparison and Social Exclusion
Author: Wen-Tzu Chiang (Department of Social Psychology, Shih Hsin University)
Vol.&No.:Vol. 70, No. 2
Date:June 2025
Pages:273-305
DOI:https://doi.org/10.6209/JORIES.202506_70(2).0008
Abstract:
Introduction
In the digital era, interacting with others and sharing information through social media has become integral to daily life. Social media creates a sense of proximity across vast distances, enabling users to share experiences and gain social capital. However, it can also lead to social overload and social comparison, which may reduce well-being (Fox & Moreland, 2015) and even give rise to phenomena such as “social media depression” or “Facebook depression” (Blease, 2015). While social media provides positive benefits, it also has negative consequences, evoking joy and distress. The ongoing debate about whether social media use causes depression resembles a back-and-forth “ping-pong effect,” making it a topic worthy of deeper investigation.
According to existing literature, the primary mechanisms linking social media use to depression are social comparison and envy (Aubry et al., 2024; Tandoc & Goh, 2023). Social media serves as a platform for gaining social capital but also as a competitive social arena. Accumulating followers, receiving numerous likes and comments on posts, and achieving high visibility are often perceived as indicators of popularity and social status, leading individuals to compare popularity and approval (Blease, 2015; Diefenbach & Anders, 2022). Additionally, social media is a stage for self-presentation, where users share their achievements and highlight the positive aspects of their lives. This, in turn, can trigger envy among viewers. Frequent exposure to others’ success increases opportunities for social comparison, and if individuals experience feelings of failure, it may lead to depressive symptoms (Alfasi, 2019; Appel et al., 2016).
In addition to social comparison, social exclusion on social media may also contribute to depression. As a platform for social connection, social media can also be a site for rejection, neglect, and negative feedback, leading to emotional distress (Smith et al., 2017). For example, receiving no likes or comments on posts or being unfollowed can result in negative emotions (Hayes et al., 2018). Negative comments, cyberbullying, or exclusionary experiences may further amplify psychological distress and increase the risk of depression.
A comprehensive review of the literature suggests that social comparison and social exclusion play significant roles in the relationship between social media use and depression. The sources of depressive symptoms associated with social media use involve both internal (social comparison) and external (social exclusion) factors or even a combination of both. To address the limitations of prior research, which often focused on a single mediating factor, this study proposes a dual mediation model to examine the mediating effects of social comparison and social exclusion, thereby providing a more comprehensive understanding of how social media use influences mental health.
Methods
With the continuous evolution of social media platforms, research has predominantly focused on Facebook due to its long history and large user base. However, college students now primarily use Instagram to share photos, post updates, view stories, and follow friends. This study specifically examines the use of Instagram and its impact on the mental health of college students.
This study proposes a dual mediation model in which social media use influences depression through two mediating mechanisms: social comparison and social exclusion. A survey method was employed to collect data using the following research instruments: Social Media Use Scale, Social Comparison Scale, Social Exclusion Scale, and Depression Scale. The study targeted college students who use Instagram, with a final sample of 345 valid responses. Structural equation modeling (SEM) was utilized to test the mediation model.
Results
(1) Model fit evaluation: The proposed mediation model demonstrated an acceptable fit to the data. Fit indices were as follows: χ² (30, N = 345) = 86.29 (p < .01), χ²/df = 2.87( less than 3, within an acceptable range). Absolute fit indices showed GFI = .95, AGFI = .91 (both > .90), RMSEA = .07, and SRMR = .06 (both < .08). Incremental fit indices were CFI = .96, NFI = .94, RFI = .91, IFI = .96, all above .90.
(2) Social media use intensity predicts social comparison and social exclusion: Social media use intensity significantly predicted social comparison (γ = .68, p < .01). Higher social media engagement increased exposure to others’ curated lives, fostering more frequent social comparisons. Social media use intensity also significantly predicted social exclusion (γ = .46, p < .01).
(3) Social comparison and social exclusion predict depression: Social comparison significantly predicted depression (β = .36, p < .01). Users who frequently compared themselves to others and perceived others’ success as their failure exhibited more significant depressive symptoms. Social exclusion significantly predicted depression (β = .47, p < .01). Experiences of rejection, being ignored, unfollowed, or receiving negative feedback contributed to depressive symptoms.
(4) Mediating effects of social comparison and social exclusion: Without mediators, the direct effect of social media use on depression was γ = .46 (p < .01). After including social comparison and social exclusion as mediators, the direct effect decreased to γ = .03 (p > .05), indicating complete mediation. The indirect effect of social media use on depression through social comparison was β = .25 (p < .01). The indirect effect of social media use on depression through social exclusion was β = .22 (p < .01). Both mediation effects were significant, confirming the dual mediation model.
Conclusion
This study supports the proposed dual mediation model, demonstrating that social media use increases the risk of depression through heightened social comparison and social exclusion. The findings contribute to both academic research and practical implications. However, some limitations must be acknowledged. First, this study utilized structural equation modeling (SEM) with cross-sectional data, making causal inferences cautious. Future research should adopt longitudinal or experimental designs to clarify causal relationships. Second, while this study focused on Instagram, different social media platforms (e.g., Threads) may function differently, warranting further investigation. Additionally, the sample consisted of undergraduate students, which limits generalizability. Future research should explore whether similar patterns emerge in different age groups and across other social media platforms.
Keywords:
social comparison, social exclusion, social media, depression
《Full Text》
References:Rottenberg, J.(2018)。憂鬱的演化:人類情緒本能如何走向失能病症(向淑容,譯)。左岸文化。(原著出版於2014年)
【Rottenberg, J. (2018). The depths: The evolutionary origins of the depression epidemic (S.-R. Xiang, Trans.). Basic Books. (Original work published 2014)】
林以正(1999)。華人的社會比較:比較什麼?與誰比較?為何比較?。本土心理學研究,11,93-125。https://doi.org/10.6254/1999.11.93
【Lin, Y.-C. (1999). Chinese social comparison: What do you compare? With whom? Why? Indigenous Psychological Research in Chinese Societies, 11, 93-125. https://doi.org/10.6254/1999.11.93】
許薇欣、余民寧、游森期(2015)。大學生Facebook涉入、社會資本與心理幸福感之相關研究。教育與心理研究,38(4),67-100。https://doi.org/10.3966/102498852015123804003
【Hsu, W.-H., Yu, M.-N., & Yu, S.-C. (2015). The relationships among Facebook involvement, social capital, and psychological well-being of college students. Journal of Education & Psychology, 38(4), 67-100. https:// doi.org/10.3966/102498852015123804003】
陳寬裕、王正華(2018)。結構方程模型:運用AMOS分析。五南。
【Chen, K.-U., & Wang, Z.-H. (2006). Structural equation modeling with AMOS. Wu-Nan Book.】
楊朝鈞、簡晉龍(2019)。臉書讓我更幸福?現實與線上互動對主觀幸福感之作用暨中介變項之探討。教育心理學報,51(2),183-205。http://doi.org/10.6251/BEP.201912_51(2).0001
【Yang, C.-J., & Chien, C.-L. (2019). Facebook makes me happier? The effects of realistic and online interaction on subjective well-being and their mediating variable. Bulletin of Educational Psychology, 51(2), 183-205. http://doi.org/10.6251/BEP.201912_51(2).0001】
» More
一、中文文獻
Rottenberg, J.(2018)。憂鬱的演化:人類情緒本能如何走向失能病症(向淑容,譯)。左岸文化。(原著出版於2014年)
【Rottenberg, J. (2018). The depths: The evolutionary origins of the depression epidemic (S.-R. Xiang, Trans.). Basic Books. (Original work published 2014)】
林以正(1999)。華人的社會比較:比較什麼?與誰比較?為何比較?。本土心理學研究,11,93-125。https://doi.org/10.6254/1999.11.93
【Lin, Y.-C. (1999). Chinese social comparison: What do you compare? With whom? Why? Indigenous Psychological Research in Chinese Societies, 11, 93-125. https://doi.org/10.6254/1999.11.93】
許薇欣、余民寧、游森期(2015)。大學生Facebook涉入、社會資本與心理幸福感之相關研究。教育與心理研究,38(4),67-100。https://doi.org/10.3966/102498852015123804003
【Hsu, W.-H., Yu, M.-N., & Yu, S.-C. (2015). The relationships among Facebook involvement, social capital, and psychological well-being of college students. Journal of Education & Psychology, 38(4), 67-100. https:// doi.org/10.3966/102498852015123804003】
陳寬裕、王正華(2018)。結構方程模型:運用AMOS分析。五南。
【Chen, K.-U., & Wang, Z.-H. (2006). Structural equation modeling with AMOS. Wu-Nan Book.】
楊朝鈞、簡晉龍(2019)。臉書讓我更幸福?現實與線上互動對主觀幸福感之作用暨中介變項之探討。教育心理學報,51(2),183-205。http://doi.org/10.6251/BEP.201912_51(2).0001
【Yang, C.-J., & Chien, C.-L. (2019). Facebook makes me happier? The effects of realistic and online interaction on subjective well-being and their mediating variable. Bulletin of Educational Psychology, 51(2), 183-205. http://doi.org/10.6251/BEP.201912_51(2).0001】
二、外文文獻
Ademiluyi, A., Li, C., & Park, A. (2022). Implications and preventions of cyberbullying and social exclusion in social media: Systematic review. JMIR Formative Research, 6(1), e30286. https://doi.org/10.2196/30286
Alfasi, Y. (2019). The grass is always greener on my friends’ profiles: The effect of Facebook social comparison on state self-esteem and depression. Personality and Individual Differences, 147, 111-117. https://doi.org/10.1016/j.paid.2019.04.032
Appel, H., Gerlach, A. L., & Crusius, J. (2016). The interplay between Facebook use, social comparison, envy, and depression. Current Opinion in Psychology, 9, 44-49. https://doi.org/ 10.1016/j.copsyc.2015.10.006
Aubry, R., Quiamzade, A., & Meier, L. L. (2024). Depressive symptoms and upward social comparisons during Instagram use: A vicious circle. Personality and Individual Differences, 217, 1-11. https://doi.org/10.1016/j.paid.2023.112458
Baker, D. A., & Algorta, G. P. (2016). The relationship between online social networking and depression: A systematic review of quantitative studies. Cyberpsychology, Behavior, and Social Networking, 19(11), 603-609. https://doi.org/10.1089/cyber.2016.0206
Baumeister, R. F., Bratslavsky, E., Finkenauer, C., & Vohs, K. D. (2001). Bad is stronger than good. Review of General Psychology, 5(4), 323-370. https://doi.org/10.1037/1089-2680.5.4.323
Blease, C. R. (2015). Too many “Friends,” too few “Likes”? Evolutionary psychology and “Facebook depression”. Review of General Psychology, 19(1), 1-13. https://doi.org/10.1037/ gpr0000030
Büttner, C. M., & Rudert, S. C. (2022). Why didn’t you tag me?!: Social exclusion from Instagram posts hurts, especially those with a high need to belong. Computers in Human Behavior, 127, 107062. https://doi.org/10.1016/j.chb.2021.107062
Carr, C. T., Hayes, R. A., & Sumner, E. M. (2018). Predicting a threshold of perceived Facebook post success via likes and reactions: A test of explanatory mechanisms. Communication Research Reports, 35(2), 141-151. https://doi.org/10.1080/08824096.2017.1409618
Carraturo, F., Perna, T. D., Giannicola, V., Nacchia, M. A., Pepe, M., Muzii, B., Bottone, M., Sperandeo, R., Bochicchio, V., Maldonato, N. M., & Scandurra, C. (2023). Envy, social comparison, and depression on social networking sites: A systematic review. European Journal of Investigation in Health, Psychology and Education, 13(2), 364-376. https://doi.org/10.3390/ ejihpe13020027
Chou, H. G., & Edge, N. (2012). ‘‘They are happier and having better lives than I am:’’ The impact of using Facebook on perceptions of others’ lives. Cyberpsychology, Behavior, and Social Networking, 15(2), 117-121. https://doi.org/10.1089/cyber.2011.0324
Collins, R. L. (1996). For better or worse: The impact of upward social comparison on self-evaluations. Psychological Bulletin, 119(1), 51-69. https://doi.org/10.1037/0033-2909.119. 1.51
Couture Bue, A. C. (2020). The looking glass selfie: Instagram use frequency predicts visual attention to high-anxiety body regions in young women. Computers in Human Behavior, 108, 106329. https://doi.org/10.1016/j.chb.2020.106329
Cunningham, S., Hudson, C. C., & Harkness, K. (2021). Social media and depression symptoms: A meta-analysis. Research on Child and Adolescent Psychopathology, 49(2), 241-253. https:// doi.org/10.1007/s10802-020-00715-7
Di Cara, N. H., Winstone, L., Sloan, L., Davis, O. S. P., & Haworth, C. M. A. (2022). The mental health and well-being profile of young adults using social media. npj Mental Health Research, 1(1), 11. https://doi.org/10.1038/s44184-022-00011-w
Diefenbach, S., & Anders, L. (2022). The psychology of likes: Relevance of feedback on Instagram and relationship to self-esteem and social status. Psychology of Popular Media, 11(2), 196-207. https://doi.org/10.1037/ppm0000360
Dredge, R., Gleeson, J., & de la Piedad Garcia, X. (2014). Presentation on Facebook and risk of cyberbullying victimization. Computers in Human Behavior, 40, 16-22. https://doi.org/10.1016/ j.chb.2014.07.035
D’Souza, L., & Hemamalini, M. J. (2018). Instagram addiction and depression among college students. The International Journal of Indian Psychology, 6(4), 96-102. https://doi.org/ 10.25215/0604.091
Ellison, N. B., Steinfield, C., & Lampe, C. (2007). The benefits of Facebook ‘‘friends’’: Social capital and college students’ use of online social network sites. Journal of Computer-Mediated Communication, 12(4), 1143-1168. https://doi.org/10.1111/j.1083-6101.2007.00367.x
Faelens, L., Hoorelbeke, K., Cambier, R., Van Put, J., De Putte, E. V., De Raedt, R., & Koster, E. H. W. (2021). The relationship between Instagram use and indicators of mental health: A systematic review. Computers in Human Behavior Reports, 4, 100121. https://doi.org/10.1016/ j.chbr.2021.100121
Fox, J., & Moreland, J. J. (2015). The dark side of social networking sites: An exploration of the relational and psychological stressors associated with Facebook use and affordances. Computers in Human Behavior, 45, 168-176. https://doi.org/10.1016/j.chb.2014.11.083
Hayes, R. A., Wesselmann, E. D., & Carr, C. T. (2018). When nobody “likes” you: Perceived ostracism through paralinguistic digital affordances within social media. Social Media + Society, 4(3), 1-12. https://doi.org/10.1177/2056305118800309
Iwamoto, D., & Chun, H. (2020). The emotional impact of social media in higher education. International Journal of Higher Education, 9(2), 239-247. https://doi.org/10.5430/ ijhe.v9n2p239
Jackson, C. A., & Luchner, A. F. (2018). Self-presentation mediates the relationship between Self-criticism and emotional response to Instagram feedback. Personality and Individual Differences, 133, 1-6. https://doi.org/10.1016/j.paid.2017.04.052
Jelenchick, L. A., Eickhoff, J. C., & Moreno, M. A. (2013). “Facebook depression”?: Social networking site use and depression in older adolescents. Journal of Adolescent Health, 52(1), 128-130. https://doi.org/10.1016/j.jadohealth.2012.05.008
Kemp, S. (2023). Digital 2023: Taiwan. DataReportal. https://datareportal.com/reports/ digital-2023-taiwan
Kline, R. B. (2011). Principles and practices of structural equation modeling (3rd ed.). Guilford Press.
Krasnova, H., Wenninger, H., Widjaja, T., & Buxmann, P. (2013, February 27-March 1). Envy on Facebook: A hidden threat to users’ life satisfaction? [Paper presentation]. Proceedings of the 11th International Conference on Wirtschaftsinformatik, Leipzig, Germany.
Kross, E., Verduyn, P., Demiralp, E., Park, J., Lee, D. S., Lin, N., Shablack, H., Jonides, J., & Ybarra, O. (2013). Facebook use predicts declines in subjective well-being in young adults. PLOS One, 8(8), e69841. https://doi.org/10.1371/journal.pone.0069841
Kross, E., Verduyn, P., Sheppes, G., Costello, C. K., Jonides, J., & Ybarra, O. (2021). Social media and well-being: Pitfalls, progress, and next steps. Trends in Cognitive Sciences, 25(1), 55-66. https://doi.org/10.1016/j.tics.2020.10.005
Lee, B.-K., Noh, H.-H., Doh, E. Y., & Rim, H. B. (2022). Rejected or ignored?: The effect of social exclusion on Instagram use motivation and behavior. Behavior & Information Technology, 41(15), 3177-3190. https://doi.org/10.1080/0144929X.2021.1975820
Lin, L. Y., Sidani, J. E., Shensa, A., Radovic, A., Miller, E., Colditz, J. B., Hoffman, B. L., Giles, L. M., & Primack, B. A. (2016). Association between social media use and depression among U.S. young adults. Depression & Anxiety, 33(4), 323-331. https://doi.org/10.1002/da.22466
Lup, K., Trub, L., & Rosenthal, L. (2015). Instagram #Instasad?: Exploring associations among Instagram use, depressive symptoms, negative social comparison, and strangers followed. Cyberpsychology, Behavior, and Social Networking, 18(5), 247-252. https://doi.org/10.1089/ cyber.2014.0560
Lutz, S., & Schneider, F. M. (2021). Is receiving dislikes in social media still better than being ignored? The effects of ostracism and rejection on need threat and coping responses online. Media Psychology, 24(6), 741-765. https://doi.org/10.1080/15213269.2020.1799409
MacMillan, A. (2017, May 25). Why Instagram is the worst social media for mental health. Time. https://time.com/4793331/instagram-social-media-mental-health/
McComb, C. A., Vanman, E. J., & Tobin, S. J. (2023). A meta-analysis of the effects of social media exposure to upward comparison targets on self-evaluations and emotions. Media Psychology, 26(5), 612-635. https://doi.org/10.1080/15213269.2023.2180647
Park, S. Y., & Baek, Y. M. (2018). Two faces of social comparison on Facebook: The interplay between social comparison orientation, emotions, and psychological well-being. Computers in Human Behavior, 79, 83-93. https://doi.org/10.1016/j.chb.2017.10.028
Primack, B. (2016). Social media and depression. Psychiatric Times, 33(5), 1-3. https://www. psychiatrictimes.com/view/social-media-and-depression
Reich, S., Schneider, F. M., & Heling, L. (2018). Zero likes– Symbolic interactions and need satisfaction online. Computers in Human Behavior, 80, 97-102. https://doi.org/10.1016/ j.chb.2017.10.043
Rosenthal, S. R., Buka, S. L., Marshall, B. D. L., Carey, K. B., & Clark, M. A. (2016). Negative experiences on Facebook and depressive symptoms among young adults. Journal of Adolescent Health, 59(5), 510-516. https://doi.org/10.1016/j.jadohealth.2016.06.023
Schneider, F. M., Zwillich, B., Bindl, M. J., Hopp, F. R., Reich, S. & Vorderer, P. (2017). Social media ostracism: The effects of being excluded online. Computers in Human Behavior, 73, 385-393. https://doi.org/10.1016/j.chb.2017.03.052
Sherlock, M., & Wagstaff, D. L. (2019). Exploring the relationship between frequency of Instagram use, exposure to idealized images, and psychological well-being in women. Psychology of Popular Media Culture, 8(4), 482-490. https://doi.org/10.1037/ppm0000182
Smith, R. H. (2000). Assimilative and contrastive emotional reactions to upward and downward social comparisons. In J. Suls & L. Wheller (Eds.), Handbook of social comparison (pp. 173-200). Plenum. https://doi.org/10.1007/978-1-4615-4237-7_10
Smith, R. H., & Kim, S. H. (2007). Comprehending envy. Psychological Bulletin, 133(1), 46-64. http://doi.org/10.1037/0033-2909.133.1.46
Smith, R., Morgan, J., & Monks, C. (2017). Students’ perceptions of the effect of social media ostracism on wellbeing. Computers in Human Behavior, 68, 276-285. https://doi.org/10.1016/ j.chb.2016.11.041
Stapleton, P., Luiz, G., & Chatwin, H. (2017). Generation validation: The role of social comparison in use of Instagram among emerging adults. Cyberpsychology, Behavior, and Social Networking, 20(3), 142-149. https://doi.org/10.1089/cyber.2016.0444
Steers, M. N., Wickham, R. E., & Acitelli, L. K. (2014). Seeing everyone else’s highlight reels: How Facebook usage is linked to depressive symptoms. Journal of Social and Clinical Psychology, 33(8), 701-731. https://doi.org/10.1521/jscp.2014.33.8.701
Stefana, A., Dakanalis, A., Mura, M., Colmegna, F., & Clerici, M. (2022). Instagram use and mental well-being: The mediating role of social comparison. Journal of Nervous and Mental Disease, 210(12), 960-965. https://doi.org/10.1097/NMD.0000000000001577
Tandoc, E. C., Jr., & Goh, Z. H. (2023). Is Facebooking really depressing? Revisiting the relationships among social media use, envy, and depression. Information, Communication and Society, 26(3), 551-567. https://doi.org/10.1080/1369118X.2021.1954975
Tandoc, E. C., Jr., Ferrucci, P., & Duffy, M. (2015). Facebook use, envy, and depression among college students: Is Facebooking depressing? Computers in Human Behavior, 43, 139-146. https://doi.org/10.1016/j.chb.2014.10.053
Valkenburg, P. M. (2022). Social media use and well-being: What we know and what we need to know. Current Opinion in Psychology, 45, 101294. https://doi.org/10.1016/j.copsyc. 2021.12.006
Verduyn, P., Gugushvili, N., Massar, K., Taht, K., & Kross, E. (2020). Social comparison on social networking sites. Current Opinion in Psychology, 36, 32-37. https://doi.org/10.1016/j.copsyc. 2020.04.002
Villanueva-Moya, L., Herrera, M. C., Sánchez-Hernández, M. D., & Expósito, F. (2023). #Instacomparison: Social comparison and envy as correlates of exposure to Instagram and cyberbullying perpetration. Psychological Reports, 126(3), 1284-1304. https://doi.org/10.1177/ 00332941211067390
Vogel, E. A., Rose, J. P., Okdie, B. M., Eckles, K., & Franz, B. (2015). Who compares and despairs? The effect of social comparison orientation on social media use and its outcomes. Personality and Individual Differences, 86, 249-256. https://doi.org/10.1016/j.paid.2015.06.026
Vorderer, P., & Schneider, F. M. (2017). Social media and ostracism. In K. D. Williams & S. A. Nida (Eds.), Ostracism, exclusion, and rejection (pp. 240-257). Psychology Press. https://doi.org/ 10.4324/9781315308470
Williams, K. D. (2007). Ostracism. Annual Review of Psychology, 58, 425-452. https://doi.org/ 10.1146/annurev.psych.58.110405.085641
Yang, C.-c. (2016). Instagram use, loneliness, and social comparison orientation: Interact and browse on social media, but don’t compare. Cyberpsychology, Behavior, and Social Networking, 19(12), 703-708. https://doi.org/10.1089/cyber.2016.0201
Yang, C.-c., Holden, S. M., Carter, M. D. K., & Webb, J. J. (2018). Social media social comparison and identity distress at the college transition: A dual-path model. Journal of Adolescence, 69(1), 92-102. https://doi.org/10.1016/j.adolescence.2018.09.007
Yoon, S., Kleinman, M., Mertz, J., & Brannick, M. (2019). Is social network site usage related to depression? A meta-analysis of Facebook-depression relations. Journal of Affective Disorders, 248(6), 65-72. https://doi.org/10.1016/j.jad.2019.01.026